Exam Name: Pega Certified Data Scientist (PCDS) 87V1
Certification Provider: Pegasystems
Corresponding Certification: Pega PCDS
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Updated: Jul 20, 2026
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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Decision Strategies & Next-Best-Action | 20% | - Designing and testing decision strategies - Core decisioning principles - Arbitration and prioritization logic |
| Topic 2: Pega Process AI | 10% | - Fraud and risk detection models - Predictive case completion |
| Topic 3: Predictive Analytics | 25% | - Prediction Studio usage - Importing and validating PMML/external models - Model evaluation metrics (AUC, lift, propensity) |
| Topic 4: Model Governance & Ethics | 5% | - AI governance framework - Bias detection and compliance |
| Topic 5: Adaptive Analytics | 28% | - Model performance monitoring and diagnostics - Adaptive Decision Manager (ADM) concepts - Configuring and tuning predictors |
| Topic 6: AI & Natural Language Processing | 12% | - Pega NLP fundamentals - Sentiment analysis and text processing |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. The Prediction Studio portal supports the creation of two distinct types of predictive Scoring models are used to__________________.
A) score different propositions
B) predict binary behavior
C) differentiate between good, better and best
D) predict continuous behavior
2. An online store is interested in increasing its revenues from cross-selling and wants to predict the acceptance rate of the offers presented on their website.
A customer's propensity to accept an offer increases when___________________. .
A) the offer was accepted by similar customers
B) similar offers were accepted by the customer
C) the offer was rejected by similar customers
D) similar offers were rejected by the customer
3. What happens when you increase the performance threshold setting of an Adaptive Model rule?
A) The correlation threshold decreases.
B) The performance of the model is increased.
C) The number of active predictors may decrease.
D) The number of active predictors increases.
4. Which property is automatically recomputed for each decision component?
A) Rank
B) Priority
C) Propensity
D) Order
5. Which business objective is best suited for the Next-Best-Action approach?
A) Change Management
B) Growth
C) Employee satisfaction
D) Productivity
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: B |
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